Github user actuaryzhang commented on the issue: https://github.com/apache/spark/pull/16740 @sethah Thanks for the review. Made changes you suggested (except for the nit part). I added more tests although I don't think they are really necessary. The analytical approach is taking a different path from IRWLS, so I agree if we use it then we should thoroughly test it. But the current fix is just allowing the existing algorithm to work in a special case, which is well tested in the more general cases. Anyway, hope we can move close this PR now.
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